{"id":"W3217775733","doi":"10.29173/jchla29590","title":"PICO Portal (product review)","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Process (computing); Systematic review; Product (mathematics); Appeal; Knowledge management; Engineering management; Data science; Process management; MEDLINE; Engineering; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01672062,0.002029673,0.005656303,0.01919356,0.001097645,0.009386151,0.003084295,0.003072846,0.3759871],"category_scores_gemma":[0.07191513,0.001871145,0.004366468,0.02488023,0.0007406973,0.005875894,0.005114188,0.00253877,0.09769569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003222723,"about_ca_system_score_gemma":0.01828534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004981366,"about_ca_topic_score_gemma":0.00943772,"domain_scores_codex":[0.9858568,0.005188215,0.003615882,0.000956403,0.003820252,0.0005625715],"domain_scores_gemma":[0.9441611,0.02637433,0.008134257,0.003580587,0.01541199,0.002337765],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007599921,0.00005192209,0.0003615519,0.2015699,0.0006185309,0.0001487769,0.0003640213,0.0002067412,0.0007257226,0.006409517,0.6287645,0.1600186],"study_design_scores_gemma":[0.001063706,0.0001369952,0.001570756,0.03192366,0.000763195,0.0002328657,0.00008446401,0.0002449488,0.0003710888,0.003423281,0.9600867,0.00009832218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.002064732,0.1021599,0.02125852,0.01190248,0.003049714,0.02053307,0.5866615,0.04727002,0.2051001],"genre_scores_gemma":[0.02562432,0.1644884,0.1978307,0.01471902,0.004199867,0.08364534,0.353857,0.02324984,0.1323856],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9832794,"threshold_uncertainty_score":0.8900786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1048009167758567,"score_gpt":0.3889233637869214,"score_spread":0.2841224470110648,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}